to an exceptionally rich set of family characteristics - including income, wealth, education, occupation, crime, and … health. Using a machine learning approach, I show that conventional analyses using parental income only considerably … underestimate intergenerational dependence. This underestimation is concentrated at the extremes of the child income distribution …